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AI and deep learning in biometric security : trends, potential, and challenges /

"This book provides an in-depth overview of artificial intelligence and deep learning approaches with case studies to solve problems associated with biometric security such as authentication, indexing, template protection, spoofing attack detection, ROI detection, gender classification etc. Thi...

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Bibliographic Details
Corporate Author: Taylor & Francis
Other Authors: Jaswal, Gaurav (Editor), Kanhangad, Vivek (Editor), Ramachandra, Raghavendra (Editor)
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, 2021.
Edition:First edition.
Series:Artificial intelligence (AI). Elementary to advanced practices
Subjects:
Biometric identification.
Artificial intelligence.
Identification biométrique.
Intelligence artificielle.
artificial intelligence.
COMPUTERS > Machine Theory.
TECHNOLOGY > Manufacturing.
COMPUTERS > Programming > Systems Analysis & Design.
Artificial intelligence
Biometric identification
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Deep learning based hyperspectral multimodal biometric authentication system using palmprint and dorsal hand vein / Shuping Zhao, Wei Nie, Bob Zhang
  • Cancelable biometrics for template protection: Future directives with deep learning / Avantika Singh, Gaurav Jaswal, Aditya Nigam
  • On training generative adversarial network for enhancement of latent fingerprints / Indu Joshi, Adithya Anand, Sumantra D Roy and Prem K Kalra.